Reliability is all down to how much time you set aside to check your math,
Is the capacitance in a good part of the dynamic range of the sensor? (What about when coated with water?)
What is the tolerance for the dielectric of your material?
What is the crosstalk between adjacent inputs? (This is one of the big killers)
Is the TX planes surface area suitable?
A derivative decimation for touch events works well for easy stuff, but to really avoid things like rain interference is where it gets harder, however for rain, a correlation filter helps remove most of the issues. When you press 1 button, the nearby buttons will change in value at a ratio, where as a rain drop will generally only hit 1-2., equally a touch press will spike and return to a similar value, while a rain drop will maintain a higher rest value.
This is all basic math, the only things that should make a touchscreen that worked after 1 year, different from one that worked for 10 would be defects in the circuit. or change in material properties, Most of the plastic screen covers put in front of automotive screens actually change in chemistry over time, mostly from cleaning products, less so UV these days. however most of these have there touch detection tolerance high enough that it can work with or without the cover.